{"id":"W7103254980","doi":"","title":"\\nCompetence in pediatric urology upon graduation from residency: perceptions of residents, program directors and pediatric urologists","year":2008,"lang":"en","type":"article","venue":"PubMed Central","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pediatric urology; Subspecialty; Competence (human resources); Graduation (instrument); Mentorship; Perception","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002374351,0.0001251793,0.0001527554,0.0004975314,0.001190833,0.0009764745,0.0004843075,0.0004464824,0.002473223],"category_scores_gemma":[0.008581412,0.0002043687,0.0002402701,0.0005505027,0.00103074,0.000510707,0.000939801,0.0008294944,0.0002026132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002462263,"about_ca_system_score_gemma":0.005196046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.118843,"about_ca_topic_score_gemma":0.1857029,"domain_scores_codex":[0.9978896,0.000466372,0.00009714343,0.0001070436,0.000839818,0.0005999654],"domain_scores_gemma":[0.9895033,0.001440168,0.003214556,0.0001039238,0.001648901,0.004089072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004798415,0.0001274385,0.965933,0.00007541331,0.00002057315,0.0003786852,0.01995368,0.0001009208,0.0005852279,0.0001104254,0.002322817,0.01034389],"study_design_scores_gemma":[0.000004789478,0.0001117223,0.9754323,0.00004498468,0.000004794633,0.0003853169,0.02136276,0.00009816379,0.0001073206,0.00001408737,0.00242517,0.00000861534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976656,0.0001736463,0.00003774301,0.0006327686,0.0000119839,0.000009396914,0.00003136998,0.00000358896,0.001433813],"genre_scores_gemma":[0.9988427,0.0002915274,0.0001004,0.0002892607,0.00001801352,0.000009203896,0.00006446848,0.000002247102,0.0003820831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118843,"threshold_uncertainty_score":0.2363026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996185045506976,"score_gpt":0.2729328231319849,"score_spread":0.2429709726769151,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}